Dataset statistics
| Number of variables | 41 |
|---|---|
| Number of observations | 125973 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 8 |
| Duplicate rows (%) | < 0.1% |
| Total size in memory | 39.4 MiB |
| Average record size in memory | 328.0 B |
Variable types
| Numeric | 30 |
|---|---|
| Categorical | 11 |
| Dataset has 8 (< 0.1%) duplicate rows | Duplicates |
service is highly overall correlated with protocol_type and 2 other fields | High correlation |
flag is highly overall correlated with src_bytes and 16 other fields | High correlation |
src_bytes is highly overall correlated with flag and 11 other fields | High correlation |
dst_bytes is highly overall correlated with flag and 9 other fields | High correlation |
hot is highly overall correlated with num_compromised and 1 other fields | High correlation |
num_compromised is highly overall correlated with hot | High correlation |
count is highly overall correlated with flag and 13 other fields | High correlation |
srv_count is highly overall correlated with count and 1 other fields | High correlation |
serror_rate is highly overall correlated with flag and 11 other fields | High correlation |
srv_serror_rate is highly overall correlated with flag and 10 other fields | High correlation |
rerror_rate is highly overall correlated with flag and 3 other fields | High correlation |
srv_rerror_rate is highly overall correlated with flag and 3 other fields | High correlation |
same_srv_rate is highly overall correlated with flag and 15 other fields | High correlation |
diff_srv_rate is highly overall correlated with flag and 12 other fields | High correlation |
dst_host_count is highly overall correlated with count and 5 other fields | High correlation |
dst_host_srv_count is highly overall correlated with flag and 10 other fields | High correlation |
dst_host_same_srv_rate is highly overall correlated with flag and 14 other fields | High correlation |
dst_host_diff_srv_rate is highly overall correlated with flag and 7 other fields | High correlation |
dst_host_same_src_port_rate is highly overall correlated with count and 3 other fields | High correlation |
dst_host_srv_diff_host_rate is highly overall correlated with count and 3 other fields | High correlation |
dst_host_serror_rate is highly overall correlated with flag and 12 other fields | High correlation |
dst_host_srv_serror_rate is highly overall correlated with flag and 9 other fields | High correlation |
dst_host_rerror_rate is highly overall correlated with rerror_rate and 2 other fields | High correlation |
dst_host_srv_rerror_rate is highly overall correlated with flag and 3 other fields | High correlation |
protocol_type is highly overall correlated with service and 1 other fields | High correlation |
logged_in is highly overall correlated with service and 6 other fields | High correlation |
is_guest_login is highly overall correlated with hot | High correlation |
attack is highly overall correlated with service and 10 other fields | High correlation |
land is highly imbalanced (99.7%) | Imbalance |
wrong_fragment is highly imbalanced (95.1%) | Imbalance |
urgent is highly imbalanced (99.9%) | Imbalance |
root_shell is highly imbalanced (98.5%) | Imbalance |
su_attempted is highly imbalanced (99.8%) | Imbalance |
num_shells is highly imbalanced (99.7%) | Imbalance |
is_host_login is highly imbalanced (> 99.9%) | Imbalance |
is_guest_login is highly imbalanced (92.3%) | Imbalance |
src_bytes is highly skewed (γ1 = 190.669347) | Skewed |
dst_bytes is highly skewed (γ1 = 290.0529108) | Skewed |
num_failed_logins is highly skewed (γ1 = 53.7644243) | Skewed |
num_compromised is highly skewed (γ1 = 250.1078834) | Skewed |
num_root is highly skewed (γ1 = 236.913724) | Skewed |
num_file_creations is highly skewed (γ1 = 55.66534083) | Skewed |
num_access_files is highly skewed (γ1 = 45.55496112) | Skewed |
duration has 115955 (92.0%) zeros | Zeros |
src_bytes has 49392 (39.2%) zeros | Zeros |
dst_bytes has 67967 (54.0%) zeros | Zeros |
hot has 123302 (97.9%) zeros | Zeros |
num_failed_logins has 125851 (99.9%) zeros | Zeros |
num_compromised has 124687 (99.0%) zeros | Zeros |
num_root has 125324 (99.5%) zeros | Zeros |
num_file_creations has 125686 (99.8%) zeros | Zeros |
num_access_files has 125602 (99.7%) zeros | Zeros |
serror_rate has 86829 (68.9%) zeros | Zeros |
srv_serror_rate has 88754 (70.5%) zeros | Zeros |
rerror_rate has 109783 (87.1%) zeros | Zeros |
srv_rerror_rate has 109767 (87.1%) zeros | Zeros |
same_srv_rate has 2766 (2.2%) zeros | Zeros |
diff_srv_rate has 76217 (60.5%) zeros | Zeros |
srv_diff_host_rate has 97574 (77.5%) zeros | Zeros |
dst_host_same_srv_rate has 6927 (5.5%) zeros | Zeros |
dst_host_diff_srv_rate has 46989 (37.3%) zeros | Zeros |
dst_host_same_src_port_rate has 63023 (50.0%) zeros | Zeros |
dst_host_srv_diff_host_rate has 86904 (69.0%) zeros | Zeros |
dst_host_serror_rate has 81386 (64.6%) zeros | Zeros |
dst_host_srv_serror_rate has 85360 (67.8%) zeros | Zeros |
dst_host_rerror_rate has 103178 (81.9%) zeros | Zeros |
dst_host_srv_rerror_rate has 106616 (84.6%) zeros | Zeros |
Reproduction
| Analysis started | 2023-09-05 12:45:11.854563 |
|---|---|
| Analysis finished | 2023-09-05 12:47:59.254917 |
| Duration | 2 minutes and 47.4 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
duration
Real number (ℝ)
ZEROS 
| Distinct | 2981 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 287.14465 |
| Minimum | 0 |
|---|---|
| Maximum | 42908 |
| Zeros | 115955 |
| Zeros (%) | 92.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 984.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 4 |
| Maximum | 42908 |
| Range | 42908 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2604.5153 |
|---|---|
| Coefficient of variation (CV) | 9.0703947 |
| Kurtosis | 156.07681 |
| Mean | 287.14465 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 11.88023 |
| Sum | 36172473 |
| Variance | 6783500 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 115955 | |
| 1 | 1989 | 1.6% |
| 2 | 843 | 0.7% |
| 3 | 557 | 0.4% |
| 4 | 351 | 0.3% |
| 5 | 298 | 0.2% |
| 27 | 197 | 0.2% |
| 6 | 193 | 0.2% |
| 28 | 181 | 0.1% |
| 7 | 127 | 0.1% |
| Other values (2971) | 5282 | 4.2% |
| Value | Count | Frequency (%) |
| 0 | 115955 | |
| 1 | 1989 | 1.6% |
| 2 | 843 | 0.7% |
| 3 | 557 | 0.4% |
| 4 | 351 | 0.3% |
| 5 | 298 | 0.2% |
| 6 | 193 | 0.2% |
| 7 | 127 | 0.1% |
| 8 | 98 | 0.1% |
| 9 | 95 | 0.1% |
| Value | Count | Frequency (%) |
| 42908 | 1 | |
| 42888 | 1 | |
| 42862 | 1 | |
| 42837 | 1 | |
| 42804 | 1 | |
| 42778 | 1 | |
| 42746 | 1 | |
| 42723 | 1 | |
| 42699 | 1 | |
| 42679 | 1 |
protocol_type
Categorical
HIGH CORRELATION 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 984.3 KiB |
| 1.0 | |
|---|---|
| 2.0 | |
| 0.0 | 8291 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 377919 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 2.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 102689 | |
| 2.0 | 14993 | 11.9% |
| 0.0 | 8291 | 6.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 102689 | |
| 2.0 | 14993 | 11.9% |
| 0.0 | 8291 | 6.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 134264 | |
| . | 125973 | |
| 1 | 102689 | |
| 2 | 14993 | 4.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 251946 | |
| Other Punctuation | 125973 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 134264 | |
| 1 | 102689 | |
| 2 | 14993 | 6.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 125973 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 377919 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 134264 | |
| . | 125973 | |
| 1 | 102689 | |
| 2 | 14993 | 4.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 377919 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 134264 | |
| . | 125973 | |
| 1 | 102689 | |
| 2 | 14993 | 4.0% |
service
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 70 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 31.226469 |
| Minimum | 0 |
|---|---|
| Maximum | 69 |
| Zeros | 187 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 984.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 12 |
| Q1 | 20 |
| median | 24 |
| Q3 | 49 |
| 95-th percentile | 60 |
| Maximum | 69 |
| Range | 69 |
| Interquartile range (IQR) | 29 |
Descriptive statistics
| Standard deviation | 16.34647 |
|---|---|
| Coefficient of variation (CV) | 0.52348121 |
| Kurtosis | -0.98242756 |
| Mean | 31.226469 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.45260905 |
| Sum | 3933692 |
| Variance | 267.20708 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 24 | 40338 | |
| 49 | 21853 | |
| 12 | 9043 | 7.2% |
| 54 | 7313 | 5.8% |
| 20 | 6860 | 5.4% |
| 14 | 4586 | 3.6% |
| 44 | 4359 | 3.5% |
| 15 | 3077 | 2.4% |
| 60 | 2353 | 1.9% |
| 18 | 1767 | 1.4% |
| Other values (60) | 24424 |
| Value | Count | Frequency (%) |
| 0 | 187 | 0.1% |
| 1 | 73 | 0.1% |
| 2 | 862 | |
| 3 | 2 | < 0.1% |
| 4 | 955 | |
| 5 | 710 | |
| 6 | 734 | |
| 7 | 545 | |
| 8 | 563 | |
| 9 | 521 |
| Value | Count | Frequency (%) |
| 69 | 693 | 0.6% |
| 68 | 617 | 0.5% |
| 67 | 689 | 0.5% |
| 66 | 780 | 0.6% |
| 65 | 602 | 0.5% |
| 64 | 10 | < 0.1% |
| 63 | 654 | 0.5% |
| 62 | 8 | < 0.1% |
| 61 | 3 | < 0.1% |
| 60 | 2353 |
flag
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.9799957 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 46 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 984.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 5 |
| median | 9 |
| Q3 | 9 |
| 95-th percentile | 9 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.6893649 |
|---|---|
| Coefficient of variation (CV) | 0.38529606 |
| Kurtosis | -0.35072558 |
| Mean | 6.9799957 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.94963807 |
| Sum | 879291 |
| Variance | 7.2326834 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9 | 74945 | |
| 5 | 34851 | |
| 1 | 11233 | 8.9% |
| 4 | 2421 | 1.9% |
| 2 | 1562 | 1.2% |
| 6 | 365 | 0.3% |
| 10 | 271 | 0.2% |
| 7 | 127 | 0.1% |
| 3 | 103 | 0.1% |
| 8 | 49 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 46 | < 0.1% |
| 1 | 11233 | 8.9% |
| 2 | 1562 | 1.2% |
| 3 | 103 | 0.1% |
| 4 | 2421 | 1.9% |
| 5 | 34851 | |
| 6 | 365 | 0.3% |
| 7 | 127 | 0.1% |
| 8 | 49 | < 0.1% |
| 9 | 74945 |
| Value | Count | Frequency (%) |
| 10 | 271 | 0.2% |
| 9 | 74945 | |
| 8 | 49 | < 0.1% |
| 7 | 127 | 0.1% |
| 6 | 365 | 0.3% |
| 5 | 34851 | |
| 4 | 2421 | 1.9% |
| 3 | 103 | 0.1% |
| 2 | 1562 | 1.2% |
| 1 | 11233 | 8.9% |
src_bytes
Real number (ℝ)
HIGH CORRELATION  SKEWED  ZEROS 
| Distinct | 3341 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 45566.743 |
| Minimum | 0 |
|---|---|
| Maximum | 1.3799639 × 109 |
| Zeros | 49392 |
| Zeros (%) | 39.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 984.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 44 |
| Q3 | 276 |
| 95-th percentile | 1480 |
| Maximum | 1.3799639 × 109 |
| Range | 1.3799639 × 109 |
| Interquartile range (IQR) | 276 |
Descriptive statistics
| Standard deviation | 5870331.2 |
|---|---|
| Coefficient of variation (CV) | 128.82929 |
| Kurtosis | 39354.121 |
| Mean | 45566.743 |
| Median Absolute Deviation (MAD) | 44 |
| Skewness | 190.66935 |
| Sum | 5.7401793 × 109 |
| Variance | 3.4460788 × 1013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 49392 | |
| 8 | 3691 | 2.9% |
| 1 | 2432 | 1.9% |
| 44 | 2334 | 1.9% |
| 45 | 2089 | 1.7% |
| 1032 | 2001 | 1.6% |
| 46 | 1294 | 1.0% |
| 43 | 1284 | 1.0% |
| 105 | 998 | 0.8% |
| 147 | 948 | 0.8% |
| Other values (3331) | 59510 |
| Value | Count | Frequency (%) |
| 0 | 49392 | |
| 1 | 2432 | 1.9% |
| 4 | 2 | < 0.1% |
| 5 | 28 | < 0.1% |
| 6 | 147 | 0.1% |
| 7 | 107 | 0.1% |
| 8 | 3691 | 2.9% |
| 9 | 199 | 0.2% |
| 10 | 195 | 0.2% |
| 11 | 76 | 0.1% |
| Value | Count | Frequency (%) |
| 1379963888 | 1 | |
| 1167519497 | 1 | |
| 693375640 | 1 | |
| 621568663 | 1 | |
| 381709090 | 1 | |
| 217277339 | 1 | |
| 89581520 | 1 | |
| 24418776 | 1 | |
| 21945520 | 1 | |
| 18828976 | 1 |
dst_bytes
Real number (ℝ)
HIGH CORRELATION  SKEWED  ZEROS 
| Distinct | 9326 |
|---|---|
| Distinct (%) | 7.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19779.114 |
| Minimum | 0 |
|---|---|
| Maximum | 1.3099374 × 109 |
| Zeros | 67967 |
| Zeros (%) | 54.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 984.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 516 |
| 95-th percentile | 8314 |
| Maximum | 1.3099374 × 109 |
| Range | 1.3099374 × 109 |
| Interquartile range (IQR) | 516 |
Descriptive statistics
| Standard deviation | 4021269.2 |
|---|---|
| Coefficient of variation (CV) | 203.30886 |
| Kurtosis | 90941.735 |
| Mean | 19779.114 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 290.05291 |
| Sum | 2.4916344 × 109 |
| Variance | 1.6170606 × 1013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 67967 | |
| 105 | 1497 | 1.2% |
| 8314 | 888 | 0.7% |
| 330 | 528 | 0.4% |
| 331 | 512 | 0.4% |
| 44 | 511 | 0.4% |
| 42 | 478 | 0.4% |
| 328 | 470 | 0.4% |
| 332 | 469 | 0.4% |
| 4 | 454 | 0.4% |
| Other values (9316) | 52199 |
| Value | Count | Frequency (%) |
| 0 | 67967 | |
| 1 | 22 | < 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 454 | 0.4% |
| 5 | 4 | < 0.1% |
| 6 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 15 | 47 | < 0.1% |
| 16 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1309937401 | 1 | |
| 400291060 | 2 | |
| 7028652 | 1 | |
| 5155468 | 1 | |
| 5153771 | 1 | |
| 5153460 | 1 | |
| 5151385 | 1 | |
| 5151154 | 1 | |
| 5151049 | 1 | |
| 5150938 | 1 |
land
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 984.3 KiB |
| 0 | |
|---|---|
| 1 | 25 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 125973 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 125948 | |
| 1 | 25 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 125948 | |
| 1 | 25 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 125948 | |
| 1 | 25 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 125973 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 125948 | |
| 1 | 25 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 125973 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 125948 | |
| 1 | 25 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 125973 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 125948 | |
| 1 | 25 | < 0.1% |
wrong_fragment
Categorical
IMBALANCE 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 984.3 KiB |
| 0 | |
|---|---|
| 3 | 884 |
| 1 | 206 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 125973 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 124883 | |
| 3 | 884 | 0.7% |
| 1 | 206 | 0.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 124883 | |
| 3 | 884 | 0.7% |
| 1 | 206 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 124883 | |
| 3 | 884 | 0.7% |
| 1 | 206 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 125973 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 124883 | |
| 3 | 884 | 0.7% |
| 1 | 206 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 125973 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 124883 | |
| 3 | 884 | 0.7% |
| 1 | 206 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 125973 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 124883 | |
| 3 | 884 | 0.7% |
| 1 | 206 | 0.2% |
urgent
Categorical
IMBALANCE 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 984.3 KiB |
| 0 | |
|---|---|
| 1 | 5 |
| 2 | 3 |
| 3 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 125973 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 125964 | |
| 1 | 5 | < 0.1% |
| 2 | 3 | < 0.1% |
| 3 | 1 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 125964 | |
| 1 | 5 | < 0.1% |
| 2 | 3 | < 0.1% |
| 3 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 125964 | |
| 1 | 5 | < 0.1% |
| 2 | 3 | < 0.1% |
| 3 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 125973 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 125964 | |
| 1 | 5 | < 0.1% |
| 2 | 3 | < 0.1% |
| 3 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 125973 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 125964 | |
| 1 | 5 | < 0.1% |
| 2 | 3 | < 0.1% |
| 3 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 125973 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 125964 | |
| 1 | 5 | < 0.1% |
| 2 | 3 | < 0.1% |
| 3 | 1 | < 0.1% |
hot
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 28 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.20440888 |
| Minimum | 0 |
|---|---|
| Maximum | 77 |
| Zeros | 123302 |
| Zeros (%) | 97.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 984.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 77 |
| Range | 77 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.1499684 |
|---|---|
| Coefficient of variation (CV) | 10.51798 |
| Kurtosis | 168.01426 |
| Mean | 0.20440888 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 12.589886 |
| Sum | 25750 |
| Variance | 4.6223643 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 123302 | |
| 2 | 1037 | 0.8% |
| 1 | 369 | 0.3% |
| 28 | 277 | 0.2% |
| 30 | 256 | 0.2% |
| 4 | 173 | 0.1% |
| 6 | 140 | 0.1% |
| 5 | 76 | 0.1% |
| 24 | 68 | 0.1% |
| 19 | 57 | < 0.1% |
| Other values (18) | 218 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 123302 | |
| 1 | 369 | 0.3% |
| 2 | 1037 | 0.8% |
| 3 | 54 | < 0.1% |
| 4 | 173 | 0.1% |
| 5 | 76 | 0.1% |
| 6 | 140 | 0.1% |
| 7 | 5 | < 0.1% |
| 8 | 1 | < 0.1% |
| 9 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 77 | 1 | < 0.1% |
| 44 | 2 | < 0.1% |
| 33 | 1 | < 0.1% |
| 30 | 256 | |
| 28 | 277 | |
| 25 | 2 | < 0.1% |
| 24 | 68 | 0.1% |
| 22 | 55 | < 0.1% |
| 21 | 1 | < 0.1% |
| 20 | 9 | < 0.1% |
num_failed_logins
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0012224842 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 125851 |
| Zeros (%) | 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 984.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.045239139 |
|---|---|
| Coefficient of variation (CV) | 37.005909 |
| Kurtosis | 3869.0693 |
| Mean | 0.0012224842 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 53.764424 |
| Sum | 154 |
| Variance | 0.0020465797 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 125851 | |
| 1 | 104 | 0.1% |
| 2 | 9 | < 0.1% |
| 3 | 5 | < 0.1% |
| 4 | 3 | < 0.1% |
| 5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 125851 | |
| 1 | 104 | 0.1% |
| 2 | 9 | < 0.1% |
| 3 | 5 | < 0.1% |
| 4 | 3 | < 0.1% |
| 5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 5 | 1 | < 0.1% |
| 4 | 3 | < 0.1% |
| 3 | 5 | < 0.1% |
| 2 | 9 | < 0.1% |
| 1 | 104 | 0.1% |
| 0 | 125851 |
logged_in
Categorical
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 984.3 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 125973 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 76121 | |
| 1 | 49852 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 76121 | |
| 1 | 49852 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 76121 | |
| 1 | 49852 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 125973 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 76121 | |
| 1 | 49852 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 125973 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 76121 | |
| 1 | 49852 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 125973 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 76121 | |
| 1 | 49852 |
num_compromised
Real number (ℝ)
HIGH CORRELATION  SKEWED  ZEROS 
| Distinct | 88 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.27925032 |
| Minimum | 0 |
|---|---|
| Maximum | 7479 |
| Zeros | 124687 |
| Zeros (%) | 99.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 984.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 7479 |
| Range | 7479 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 23.942042 |
|---|---|
| Coefficient of variation (CV) | 85.736849 |
| Kurtosis | 75956.228 |
| Mean | 0.27925032 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 250.10788 |
| Sum | 35178 |
| Variance | 573.22139 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 124687 | |
| 1 | 976 | 0.8% |
| 2 | 98 | 0.1% |
| 4 | 40 | < 0.1% |
| 3 | 38 | < 0.1% |
| 6 | 19 | < 0.1% |
| 5 | 17 | < 0.1% |
| 7 | 5 | < 0.1% |
| 8 | 3 | < 0.1% |
| 9 | 3 | < 0.1% |
| Other values (78) | 87 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 124687 | |
| 1 | 976 | 0.8% |
| 2 | 98 | 0.1% |
| 3 | 38 | < 0.1% |
| 4 | 40 | < 0.1% |
| 5 | 17 | < 0.1% |
| 6 | 19 | < 0.1% |
| 7 | 5 | < 0.1% |
| 8 | 3 | < 0.1% |
| 9 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 7479 | 1 | |
| 1739 | 1 | |
| 1043 | 1 | |
| 884 | 2 | |
| 809 | 1 | |
| 789 | 1 | |
| 767 | 1 | |
| 761 | 1 | |
| 756 | 1 | |
| 751 | 1 |
root_shell
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 984.3 KiB |
| 0 | |
|---|---|
| 1 | 169 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 125973 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 125804 | |
| 1 | 169 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 125804 | |
| 1 | 169 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 125804 | |
| 1 | 169 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 125973 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 125804 | |
| 1 | 169 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 125973 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 125804 | |
| 1 | 169 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 125973 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 125804 | |
| 1 | 169 | 0.1% |
su_attempted
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 984.3 KiB |
| 0 | |
|---|---|
| 1 | 21 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 125973 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 125952 | |
| 1 | 21 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 125952 | |
| 1 | 21 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 125952 | |
| 1 | 21 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 125973 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 125952 | |
| 1 | 21 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 125973 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 125952 | |
| 1 | 21 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 125973 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 125952 | |
| 1 | 21 | < 0.1% |
num_root
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 82 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.30219174 |
| Minimum | 0 |
|---|---|
| Maximum | 7468 |
| Zeros | 125324 |
| Zeros (%) | 99.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 984.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 7468 |
| Range | 7468 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 24.399618 |
|---|---|
| Coefficient of variation (CV) | 80.742174 |
| Kurtosis | 70070.209 |
| Mean | 0.30219174 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 236.91372 |
| Sum | 38068 |
| Variance | 595.34136 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 125324 | |
| 1 | 273 | 0.2% |
| 9 | 121 | 0.1% |
| 6 | 99 | 0.1% |
| 2 | 33 | < 0.1% |
| 5 | 24 | < 0.1% |
| 4 | 12 | < 0.1% |
| 3 | 7 | < 0.1% |
| 7 | 2 | < 0.1% |
| 857 | 2 | < 0.1% |
| Other values (72) | 76 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 125324 | |
| 1 | 273 | 0.2% |
| 2 | 33 | < 0.1% |
| 3 | 7 | < 0.1% |
| 4 | 12 | < 0.1% |
| 5 | 24 | < 0.1% |
| 6 | 99 | 0.1% |
| 7 | 2 | < 0.1% |
| 8 | 1 | < 0.1% |
| 9 | 121 | 0.1% |
| Value | Count | Frequency (%) |
| 7468 | 1 | |
| 1743 | 1 | |
| 1045 | 1 | |
| 993 | 1 | |
| 975 | 1 | |
| 889 | 1 | |
| 867 | 1 | |
| 857 | 2 | |
| 849 | 1 | |
| 841 | 1 |
num_file_creations
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 35 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.012669382 |
| Minimum | 0 |
|---|---|
| Maximum | 43 |
| Zeros | 125686 |
| Zeros (%) | 99.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 984.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 43 |
| Range | 43 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.48393507 |
|---|---|
| Coefficient of variation (CV) | 38.197213 |
| Kurtosis | 3603.3117 |
| Mean | 0.012669382 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 55.665341 |
| Sum | 1596 |
| Variance | 0.23419315 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 125686 | |
| 1 | 151 | 0.1% |
| 2 | 41 | < 0.1% |
| 4 | 13 | < 0.1% |
| 3 | 5 | < 0.1% |
| 8 | 5 | < 0.1% |
| 15 | 5 | < 0.1% |
| 10 | 5 | < 0.1% |
| 5 | 5 | < 0.1% |
| 17 | 5 | < 0.1% |
| Other values (25) | 52 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 125686 | |
| 1 | 151 | 0.1% |
| 2 | 41 | < 0.1% |
| 3 | 5 | < 0.1% |
| 4 | 13 | < 0.1% |
| 5 | 5 | < 0.1% |
| 6 | 3 | < 0.1% |
| 7 | 4 | < 0.1% |
| 8 | 5 | < 0.1% |
| 9 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 43 | 1 | < 0.1% |
| 40 | 3 | |
| 38 | 1 | < 0.1% |
| 36 | 1 | < 0.1% |
| 34 | 1 | < 0.1% |
| 33 | 1 | < 0.1% |
| 29 | 1 | < 0.1% |
| 28 | 1 | < 0.1% |
| 27 | 1 | < 0.1% |
| 26 | 3 |
num_shells
Categorical
IMBALANCE 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 984.3 KiB |
| 0 | |
|---|---|
| 1 | 42 |
| 2 | 5 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 125973 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 125926 | |
| 1 | 42 | < 0.1% |
| 2 | 5 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 125926 | |
| 1 | 42 | < 0.1% |
| 2 | 5 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 125926 | |
| 1 | 42 | < 0.1% |
| 2 | 5 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 125973 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 125926 | |
| 1 | 42 | < 0.1% |
| 2 | 5 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 125973 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 125926 | |
| 1 | 42 | < 0.1% |
| 2 | 5 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 125973 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 125926 | |
| 1 | 42 | < 0.1% |
| 2 | 5 | < 0.1% |
num_access_files
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0040961158 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 125602 |
| Zeros (%) | 99.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 984.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.099369556 |
|---|---|
| Coefficient of variation (CV) | 24.259459 |
| Kurtosis | 2862.8044 |
| Mean | 0.0040961158 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 45.554961 |
| Sum | 516 |
| Variance | 0.0098743086 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 125602 | |
| 1 | 313 | 0.2% |
| 2 | 29 | < 0.1% |
| 3 | 8 | < 0.1% |
| 5 | 6 | < 0.1% |
| 4 | 5 | < 0.1% |
| 6 | 4 | < 0.1% |
| 8 | 3 | < 0.1% |
| 7 | 2 | < 0.1% |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 125602 | |
| 1 | 313 | 0.2% |
| 2 | 29 | < 0.1% |
| 3 | 8 | < 0.1% |
| 4 | 5 | < 0.1% |
| 5 | 6 | < 0.1% |
| 6 | 4 | < 0.1% |
| 7 | 2 | < 0.1% |
| 8 | 3 | < 0.1% |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 9 | 1 | < 0.1% |
| 8 | 3 | < 0.1% |
| 7 | 2 | < 0.1% |
| 6 | 4 | < 0.1% |
| 5 | 6 | < 0.1% |
| 4 | 5 | < 0.1% |
| 3 | 8 | < 0.1% |
| 2 | 29 | < 0.1% |
| 1 | 313 | 0.2% |
| 0 | 125602 |
is_host_login
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 984.3 KiB |
| 0 | |
|---|---|
| 1 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 125973 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 125972 | |
| 1 | 1 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 125972 | |
| 1 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 125972 | |
| 1 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 125973 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 125972 | |
| 1 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 125973 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 125972 | |
| 1 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 125973 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 125972 | |
| 1 | 1 | < 0.1% |
is_guest_login
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 984.3 KiB |
| 0 | |
|---|---|
| 1 | 1187 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 125973 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 124786 | |
| 1 | 1187 | 0.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 124786 | |
| 1 | 1187 | 0.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 124786 | |
| 1 | 1187 | 0.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 125973 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 124786 | |
| 1 | 1187 | 0.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 125973 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 124786 | |
| 1 | 1187 | 0.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 125973 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 124786 | |
| 1 | 1187 | 0.9% |
count
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 512 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 84.107555 |
| Minimum | 0 |
|---|---|
| Maximum | 511 |
| Zeros | 13 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 984.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 14 |
| Q3 | 143 |
| 95-th percentile | 286 |
| Maximum | 511 |
| Range | 511 |
| Interquartile range (IQR) | 141 |
Descriptive statistics
| Standard deviation | 114.50861 |
|---|---|
| Coefficient of variation (CV) | 1.3614545 |
| Kurtosis | 2.0069166 |
| Mean | 84.107555 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | 1.5142745 |
| Sum | 10595281 |
| Variance | 13112.221 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 27763 | |
| 2 | 9474 | 7.5% |
| 3 | 3962 | 3.1% |
| 4 | 3550 | 2.8% |
| 5 | 2980 | 2.4% |
| 6 | 2413 | 1.9% |
| 7 | 2325 | 1.8% |
| 8 | 1902 | 1.5% |
| 9 | 1712 | 1.4% |
| 10 | 1610 | 1.3% |
| Other values (502) | 68282 |
| Value | Count | Frequency (%) |
| 0 | 13 | < 0.1% |
| 1 | 27763 | |
| 2 | 9474 | 7.5% |
| 3 | 3962 | 3.1% |
| 4 | 3550 | 2.8% |
| 5 | 2980 | 2.4% |
| 6 | 2413 | 1.9% |
| 7 | 2325 | 1.8% |
| 8 | 1902 | 1.5% |
| 9 | 1712 | 1.4% |
| Value | Count | Frequency (%) |
| 511 | 1437 | |
| 510 | 307 | 0.2% |
| 509 | 243 | 0.2% |
| 508 | 31 | < 0.1% |
| 507 | 6 | < 0.1% |
| 506 | 3 | < 0.1% |
| 505 | 2 | < 0.1% |
| 504 | 3 | < 0.1% |
| 503 | 4 | < 0.1% |
| 502 | 5 | < 0.1% |
srv_count
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 509 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.737888 |
| Minimum | 0 |
|---|---|
| Maximum | 511 |
| Zeros | 13 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 984.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 8 |
| Q3 | 18 |
| 95-th percentile | 158 |
| Maximum | 511 |
| Range | 511 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 72.63584 |
|---|---|
| Coefficient of variation (CV) | 2.6186507 |
| Kurtosis | 24.244484 |
| Mean | 27.737888 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 4.6941619 |
| Sum | 3494225 |
| Variance | 5275.9652 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 25398 | |
| 2 | 12820 | 10.2% |
| 3 | 6336 | 5.0% |
| 4 | 5526 | 4.4% |
| 5 | 4636 | 3.7% |
| 6 | 4156 | 3.3% |
| 7 | 3992 | 3.2% |
| 8 | 3697 | 2.9% |
| 9 | 3528 | 2.8% |
| 11 | 3293 | 2.6% |
| Other values (499) | 52591 |
| Value | Count | Frequency (%) |
| 0 | 13 | < 0.1% |
| 1 | 25398 | |
| 2 | 12820 | |
| 3 | 6336 | 5.0% |
| 4 | 5526 | 4.4% |
| 5 | 4636 | 3.7% |
| 6 | 4156 | 3.3% |
| 7 | 3992 | 3.2% |
| 8 | 3697 | 2.9% |
| 9 | 3528 | 2.8% |
| Value | Count | Frequency (%) |
| 511 | 1012 | |
| 510 | 160 | 0.1% |
| 509 | 49 | < 0.1% |
| 508 | 11 | < 0.1% |
| 507 | 3 | < 0.1% |
| 503 | 1 | < 0.1% |
| 502 | 2 | < 0.1% |
| 501 | 1 | < 0.1% |
| 500 | 2 | < 0.1% |
| 499 | 2 | < 0.1% |
serror_rate
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 89 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.28448453 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 86829 |
| Zeros (%) | 68.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 984.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.44645562 |
|---|---|
| Coefficient of variation (CV) | 1.5693494 |
| Kurtosis | -1.0546041 |
| Mean | 0.28448453 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.96320051 |
| Sum | 35837.37 |
| Variance | 0.19932262 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 86829 | |
| 1 | 34439 | 27.3% |
| 0.5 | 493 | 0.4% |
| 0.33 | 321 | 0.3% |
| 0.07 | 305 | 0.2% |
| 0.06 | 298 | 0.2% |
| 0.08 | 254 | 0.2% |
| 0.99 | 250 | 0.2% |
| 0.01 | 216 | 0.2% |
| 0.25 | 208 | 0.2% |
| Other values (79) | 2360 | 1.9% |
| Value | Count | Frequency (%) |
| 0 | 86829 | |
| 0.01 | 216 | 0.2% |
| 0.02 | 84 | 0.1% |
| 0.03 | 150 | 0.1% |
| 0.04 | 131 | 0.1% |
| 0.05 | 192 | 0.2% |
| 0.06 | 298 | 0.2% |
| 0.07 | 305 | 0.2% |
| 0.08 | 254 | 0.2% |
| 0.09 | 189 | 0.2% |
| Value | Count | Frequency (%) |
| 1 | 34439 | |
| 0.99 | 250 | 0.2% |
| 0.98 | 64 | 0.1% |
| 0.97 | 79 | 0.1% |
| 0.96 | 41 | < 0.1% |
| 0.95 | 29 | < 0.1% |
| 0.94 | 25 | < 0.1% |
| 0.93 | 18 | < 0.1% |
| 0.92 | 15 | < 0.1% |
| 0.91 | 8 | < 0.1% |
srv_serror_rate
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 86 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.28248537 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 88754 |
| Zeros (%) | 70.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 984.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.4470225 |
|---|---|
| Coefficient of variation (CV) | 1.5824625 |
| Kurtosis | -1.0442938 |
| Mean | 0.28248537 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.97059724 |
| Sum | 35585.53 |
| Variance | 0.19982911 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 88754 | |
| 1 | 34874 | 27.7% |
| 0.5 | 432 | 0.3% |
| 0.33 | 273 | 0.2% |
| 0.25 | 233 | 0.2% |
| 0.2 | 132 | 0.1% |
| 0.17 | 114 | 0.1% |
| 0.05 | 93 | 0.1% |
| 0.03 | 92 | 0.1% |
| 0.04 | 83 | 0.1% |
| Other values (76) | 893 | 0.7% |
| Value | Count | Frequency (%) |
| 0 | 88754 | |
| 0.01 | 6 | < 0.1% |
| 0.02 | 60 | < 0.1% |
| 0.03 | 92 | 0.1% |
| 0.04 | 83 | 0.1% |
| 0.05 | 93 | 0.1% |
| 0.06 | 65 | 0.1% |
| 0.07 | 67 | 0.1% |
| 0.08 | 63 | 0.1% |
| 0.09 | 44 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 34874 | |
| 0.96 | 1 | < 0.1% |
| 0.95 | 40 | < 0.1% |
| 0.94 | 13 | < 0.1% |
| 0.93 | 8 | < 0.1% |
| 0.92 | 12 | < 0.1% |
| 0.91 | 16 | < 0.1% |
| 0.9 | 10 | < 0.1% |
| 0.89 | 12 | < 0.1% |
| 0.88 | 11 | < 0.1% |
rerror_rate
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 82 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.11995848 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 109783 |
| Zeros (%) | 87.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 984.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.32043552 |
|---|---|
| Coefficient of variation (CV) | 2.6712202 |
| Kurtosis | 3.4458471 |
| Mean | 0.11995848 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.3255316 |
| Sum | 15111.53 |
| Variance | 0.10267892 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 109783 | |
| 1 | 12874 | 10.2% |
| 0.9 | 269 | 0.2% |
| 0.92 | 216 | 0.2% |
| 0.93 | 210 | 0.2% |
| 0.89 | 196 | 0.2% |
| 0.91 | 187 | 0.1% |
| 0.5 | 163 | 0.1% |
| 0.88 | 141 | 0.1% |
| 0.95 | 137 | 0.1% |
| Other values (72) | 1797 | 1.4% |
| Value | Count | Frequency (%) |
| 0 | 109783 | |
| 0.01 | 61 | < 0.1% |
| 0.02 | 77 | 0.1% |
| 0.03 | 99 | 0.1% |
| 0.04 | 55 | < 0.1% |
| 0.05 | 37 | < 0.1% |
| 0.06 | 25 | < 0.1% |
| 0.07 | 23 | < 0.1% |
| 0.08 | 23 | < 0.1% |
| 0.09 | 10 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 12874 | |
| 0.99 | 23 | < 0.1% |
| 0.98 | 17 | < 0.1% |
| 0.97 | 32 | < 0.1% |
| 0.96 | 72 | 0.1% |
| 0.95 | 137 | 0.1% |
| 0.94 | 121 | 0.1% |
| 0.93 | 210 | 0.2% |
| 0.92 | 216 | 0.2% |
| 0.91 | 187 | 0.1% |
srv_rerror_rate
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 62 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.12118327 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 109767 |
| Zeros (%) | 87.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 984.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.32364723 |
|---|---|
| Coefficient of variation (CV) | 2.6707253 |
| Kurtosis | 3.4458342 |
| Mean | 0.12118327 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.3270328 |
| Sum | 15265.82 |
| Variance | 0.10474753 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 109767 | |
| 1 | 14827 | 11.8% |
| 0.5 | 244 | 0.2% |
| 0.33 | 160 | 0.1% |
| 0.25 | 114 | 0.1% |
| 0.2 | 92 | 0.1% |
| 0.17 | 73 | 0.1% |
| 0.04 | 50 | < 0.1% |
| 0.03 | 47 | < 0.1% |
| 0.14 | 45 | < 0.1% |
| Other values (52) | 554 | 0.4% |
| Value | Count | Frequency (%) |
| 0 | 109767 | |
| 0.01 | 3 | < 0.1% |
| 0.02 | 40 | < 0.1% |
| 0.03 | 47 | < 0.1% |
| 0.04 | 50 | < 0.1% |
| 0.05 | 42 | < 0.1% |
| 0.06 | 33 | < 0.1% |
| 0.07 | 27 | < 0.1% |
| 0.08 | 40 | < 0.1% |
| 0.09 | 24 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 14827 | |
| 0.96 | 2 | < 0.1% |
| 0.95 | 1 | < 0.1% |
| 0.92 | 2 | < 0.1% |
| 0.9 | 1 | < 0.1% |
| 0.89 | 3 | < 0.1% |
| 0.88 | 4 | < 0.1% |
| 0.87 | 3 | < 0.1% |
| 0.86 | 5 | < 0.1% |
| 0.85 | 10 | < 0.1% |
same_srv_rate
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 101 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.66092766 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 2766 |
| Zeros (%) | 2.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 984.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.01 |
| Q1 | 0.09 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.91 |
Descriptive statistics
| Standard deviation | 0.43962286 |
|---|---|
| Coefficient of variation (CV) | 0.66516033 |
| Kurtosis | -1.6097658 |
| Mean | 0.66092766 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.57249948 |
| Sum | 83259.04 |
| Variance | 0.19326826 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 76812 | |
| 0.01 | 4027 | 3.2% |
| 0.02 | 3616 | 2.9% |
| 0.03 | 3503 | 2.8% |
| 0.07 | 3438 | 2.7% |
| 0.04 | 3227 | 2.6% |
| 0.06 | 3220 | 2.6% |
| 0.05 | 3088 | 2.5% |
| 0.08 | 2815 | 2.2% |
| 0 | 2766 | 2.2% |
| Other values (91) | 19461 | 15.4% |
| Value | Count | Frequency (%) |
| 0 | 2766 | |
| 0.01 | 4027 | |
| 0.02 | 3616 | |
| 0.03 | 3503 | |
| 0.04 | 3227 | |
| 0.05 | 3088 | |
| 0.06 | 3220 | |
| 0.07 | 3438 | |
| 0.08 | 2815 | |
| 0.09 | 1957 |
| Value | Count | Frequency (%) |
| 1 | 76812 | |
| 0.99 | 759 | 0.6% |
| 0.98 | 97 | 0.1% |
| 0.97 | 44 | < 0.1% |
| 0.96 | 16 | < 0.1% |
| 0.95 | 14 | < 0.1% |
| 0.94 | 21 | < 0.1% |
| 0.93 | 33 | < 0.1% |
| 0.92 | 43 | < 0.1% |
| 0.91 | 25 | < 0.1% |
diff_srv_rate
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 95 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.063052638 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 76217 |
| Zeros (%) | 60.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 984.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.06 |
| 95-th percentile | 0.29 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.06 |
Descriptive statistics
| Standard deviation | 0.18031441 |
|---|---|
| Coefficient of variation (CV) | 2.8597441 |
| Kurtosis | 18.899472 |
| Mean | 0.063052638 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.3798154 |
| Sum | 7942.93 |
| Variance | 0.032513286 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 76217 | |
| 0.06 | 18998 | 15.1% |
| 0.07 | 9515 | 7.6% |
| 0.05 | 6887 | 5.5% |
| 1 | 3438 | 2.7% |
| 0.08 | 1883 | 1.5% |
| 0.01 | 1013 | 0.8% |
| 0.09 | 645 | 0.5% |
| 0.04 | 627 | 0.5% |
| 0.5 | 549 | 0.4% |
| Other values (85) | 6201 | 4.9% |
| Value | Count | Frequency (%) |
| 0 | 76217 | |
| 0.01 | 1013 | 0.8% |
| 0.02 | 264 | 0.2% |
| 0.03 | 282 | 0.2% |
| 0.04 | 627 | 0.5% |
| 0.05 | 6887 | 5.5% |
| 0.06 | 18998 | 15.1% |
| 0.07 | 9515 | 7.6% |
| 0.08 | 1883 | 1.5% |
| 0.09 | 645 | 0.5% |
| Value | Count | Frequency (%) |
| 1 | 3438 | |
| 0.99 | 39 | < 0.1% |
| 0.98 | 6 | < 0.1% |
| 0.97 | 7 | < 0.1% |
| 0.96 | 29 | < 0.1% |
| 0.95 | 39 | < 0.1% |
| 0.92 | 2 | < 0.1% |
| 0.91 | 1 | < 0.1% |
| 0.9 | 1 | < 0.1% |
| 0.89 | 1 | < 0.1% |
srv_diff_host_rate
Real number (ℝ)
ZEROS 
| Distinct | 60 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.097321648 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 97574 |
| Zeros (%) | 77.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 984.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2598305 |
|---|---|
| Coefficient of variation (CV) | 2.6698119 |
| Kurtosis | 6.8163072 |
| Mean | 0.097321648 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.8603545 |
| Sum | 12259.9 |
| Variance | 0.067511888 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 97574 | |
| 1 | 8143 | 6.5% |
| 0.01 | 2865 | 2.3% |
| 0.5 | 982 | 0.8% |
| 0.67 | 975 | 0.8% |
| 0.12 | 904 | 0.7% |
| 0.33 | 790 | 0.6% |
| 0.02 | 771 | 0.6% |
| 0.11 | 732 | 0.6% |
| 0.25 | 724 | 0.6% |
| Other values (50) | 11513 | 9.1% |
| Value | Count | Frequency (%) |
| 0 | 97574 | |
| 0.01 | 2865 | 2.3% |
| 0.02 | 771 | 0.6% |
| 0.03 | 218 | 0.2% |
| 0.04 | 187 | 0.1% |
| 0.05 | 325 | 0.3% |
| 0.06 | 520 | 0.4% |
| 0.07 | 519 | 0.4% |
| 0.08 | 653 | 0.5% |
| 0.09 | 618 | 0.5% |
| Value | Count | Frequency (%) |
| 1 | 8143 | |
| 0.88 | 1 | < 0.1% |
| 0.83 | 7 | < 0.1% |
| 0.8 | 60 | < 0.1% |
| 0.75 | 235 | 0.2% |
| 0.71 | 9 | < 0.1% |
| 0.67 | 975 | 0.8% |
| 0.62 | 7 | < 0.1% |
| 0.6 | 178 | 0.1% |
| 0.57 | 33 | < 0.1% |
dst_host_count
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 256 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 182.14894 |
| Minimum | 0 |
|---|---|
| Maximum | 255 |
| Zeros | 3 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 984.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 82 |
| median | 255 |
| Q3 | 255 |
| 95-th percentile | 255 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 173 |
Descriptive statistics
| Standard deviation | 99.206213 |
|---|---|
| Coefficient of variation (CV) | 0.54464336 |
| Kurtosis | -1.0657728 |
| Mean | 182.14894 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.83343768 |
| Sum | 22945849 |
| Variance | 9841.8727 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 255 | 74099 | |
| 1 | 3119 | 2.5% |
| 2 | 2733 | 2.2% |
| 3 | 1280 | 1.0% |
| 4 | 1198 | 1.0% |
| 5 | 723 | 0.6% |
| 6 | 701 | 0.6% |
| 7 | 645 | 0.5% |
| 8 | 595 | 0.5% |
| 9 | 578 | 0.5% |
| Other values (246) | 40302 |
| Value | Count | Frequency (%) |
| 0 | 3 | < 0.1% |
| 1 | 3119 | |
| 2 | 2733 | |
| 3 | 1280 | |
| 4 | 1198 | 1.0% |
| 5 | 723 | 0.6% |
| 6 | 701 | 0.6% |
| 7 | 645 | 0.5% |
| 8 | 595 | 0.5% |
| 9 | 578 | 0.5% |
| Value | Count | Frequency (%) |
| 255 | 74099 | |
| 254 | 70 | 0.1% |
| 253 | 89 | 0.1% |
| 252 | 77 | 0.1% |
| 251 | 90 | 0.1% |
| 250 | 93 | 0.1% |
| 249 | 78 | 0.1% |
| 248 | 87 | 0.1% |
| 247 | 89 | 0.1% |
| 246 | 83 | 0.1% |
dst_host_srv_count
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 256 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 115.65301 |
| Minimum | 0 |
|---|---|
| Maximum | 255 |
| Zeros | 3 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 984.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 10 |
| median | 63 |
| Q3 | 255 |
| 95-th percentile | 255 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 245 |
Descriptive statistics
| Standard deviation | 110.70274 |
|---|---|
| Coefficient of variation (CV) | 0.95719727 |
| Kurtosis | -1.7563349 |
| Mean | 115.65301 |
| Median Absolute Deviation (MAD) | 61 |
| Skewness | 0.28372119 |
| Sum | 14569156 |
| Variance | 12255.097 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 255 | 35993 | |
| 1 | 8449 | 6.7% |
| 2 | 5161 | 4.1% |
| 3 | 2768 | 2.2% |
| 4 | 2488 | 2.0% |
| 5 | 2336 | 1.9% |
| 20 | 2300 | 1.8% |
| 254 | 2238 | 1.8% |
| 6 | 2222 | 1.8% |
| 19 | 2190 | 1.7% |
| Other values (246) | 59828 |
| Value | Count | Frequency (%) |
| 0 | 3 | < 0.1% |
| 1 | 8449 | |
| 2 | 5161 | |
| 3 | 2768 | 2.2% |
| 4 | 2488 | 2.0% |
| 5 | 2336 | 1.9% |
| 6 | 2222 | 1.8% |
| 7 | 2160 | 1.7% |
| 8 | 2072 | 1.6% |
| 9 | 1948 | 1.5% |
| Value | Count | Frequency (%) |
| 255 | 35993 | |
| 254 | 2238 | 1.8% |
| 253 | 472 | 0.4% |
| 252 | 213 | 0.2% |
| 251 | 402 | 0.3% |
| 250 | 302 | 0.2% |
| 249 | 248 | 0.2% |
| 248 | 205 | 0.2% |
| 247 | 220 | 0.2% |
| 246 | 196 | 0.2% |
dst_host_same_srv_rate
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 101 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.52124169 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 6927 |
| Zeros (%) | 5.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 984.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.05 |
| median | 0.51 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.95 |
Descriptive statistics
| Standard deviation | 0.44894936 |
|---|---|
| Coefficient of variation (CV) | 0.86130747 |
| Kurtosis | -1.8840459 |
| Mean | 0.52124169 |
| Median Absolute Deviation (MAD) | 0.49 |
| Skewness | -0.010448021 |
| Sum | 65662.38 |
| Variance | 0.20155553 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 49059 | |
| 0.01 | 7780 | 6.2% |
| 0 | 6927 | 5.5% |
| 0.02 | 6593 | 5.2% |
| 0.07 | 5672 | 4.5% |
| 0.04 | 5208 | 4.1% |
| 0.05 | 4951 | 3.9% |
| 0.03 | 4049 | 3.2% |
| 0.06 | 3444 | 2.7% |
| 0.08 | 2816 | 2.2% |
| Other values (91) | 29474 |
| Value | Count | Frequency (%) |
| 0 | 6927 | |
| 0.01 | 7780 | |
| 0.02 | 6593 | |
| 0.03 | 4049 | |
| 0.04 | 5208 | |
| 0.05 | 4951 | |
| 0.06 | 3444 | |
| 0.07 | 5672 | |
| 0.08 | 2816 | 2.2% |
| 0.09 | 1740 | 1.4% |
| Value | Count | Frequency (%) |
| 1 | 49059 | |
| 0.99 | 688 | 0.5% |
| 0.98 | 821 | 0.7% |
| 0.97 | 478 | 0.4% |
| 0.96 | 675 | 0.5% |
| 0.95 | 580 | 0.5% |
| 0.94 | 393 | 0.3% |
| 0.93 | 457 | 0.4% |
| 0.92 | 341 | 0.3% |
| 0.91 | 395 | 0.3% |
dst_host_diff_srv_rate
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 101 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.082951109 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 46989 |
| Zeros (%) | 37.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 984.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.02 |
| Q3 | 0.07 |
| 95-th percentile | 0.56 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.07 |
Descriptive statistics
| Standard deviation | 0.1889218 |
|---|---|
| Coefficient of variation (CV) | 2.2775078 |
| Kurtosis | 12.63441 |
| Mean | 0.082951109 |
| Median Absolute Deviation (MAD) | 0.02 |
| Skewness | 3.6096004 |
| Sum | 10449.6 |
| Variance | 0.035691446 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 46989 | |
| 0.07 | 16570 | 13.2% |
| 0.06 | 9787 | 7.8% |
| 0.01 | 9295 | 7.4% |
| 0.05 | 7321 | 5.8% |
| 0.08 | 7001 | 5.6% |
| 0.02 | 6716 | 5.3% |
| 0.03 | 3563 | 2.8% |
| 0.04 | 3091 | 2.5% |
| 0.09 | 2569 | 2.0% |
| Other values (91) | 13071 | 10.4% |
| Value | Count | Frequency (%) |
| 0 | 46989 | |
| 0.01 | 9295 | 7.4% |
| 0.02 | 6716 | 5.3% |
| 0.03 | 3563 | 2.8% |
| 0.04 | 3091 | 2.5% |
| 0.05 | 7321 | 5.8% |
| 0.06 | 9787 | 7.8% |
| 0.07 | 16570 | 13.2% |
| 0.08 | 7001 | 5.6% |
| 0.09 | 2569 | 2.0% |
| Value | Count | Frequency (%) |
| 1 | 2139 | |
| 0.99 | 31 | < 0.1% |
| 0.98 | 35 | < 0.1% |
| 0.97 | 86 | 0.1% |
| 0.96 | 63 | 0.1% |
| 0.95 | 87 | 0.1% |
| 0.94 | 45 | < 0.1% |
| 0.93 | 54 | < 0.1% |
| 0.92 | 40 | < 0.1% |
| 0.91 | 86 | 0.1% |
dst_host_same_src_port_rate
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 101 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.14837886 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 63023 |
| Zeros (%) | 50.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 984.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.06 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.06 |
Descriptive statistics
| Standard deviation | 0.30899713 |
|---|---|
| Coefficient of variation (CV) | 2.0824876 |
| Kurtosis | 2.7624021 |
| Mean | 0.14837886 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.0870394 |
| Sum | 18691.73 |
| Variance | 0.095479227 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 63023 | |
| 0.01 | 17657 | 14.0% |
| 1 | 10307 | 8.2% |
| 0.02 | 5743 | 4.6% |
| 0.03 | 3278 | 2.6% |
| 0.04 | 2096 | 1.7% |
| 0.05 | 1664 | 1.3% |
| 0.06 | 1299 | 1.0% |
| 0.08 | 1086 | 0.9% |
| 0.5 | 1077 | 0.9% |
| Other values (91) | 18743 | 14.9% |
| Value | Count | Frequency (%) |
| 0 | 63023 | |
| 0.01 | 17657 | 14.0% |
| 0.02 | 5743 | 4.6% |
| 0.03 | 3278 | 2.6% |
| 0.04 | 2096 | 1.7% |
| 0.05 | 1664 | 1.3% |
| 0.06 | 1299 | 1.0% |
| 0.07 | 1051 | 0.8% |
| 0.08 | 1086 | 0.9% |
| 0.09 | 712 | 0.6% |
| Value | Count | Frequency (%) |
| 1 | 10307 | |
| 0.99 | 139 | 0.1% |
| 0.98 | 192 | 0.2% |
| 0.97 | 145 | 0.1% |
| 0.96 | 229 | 0.2% |
| 0.95 | 220 | 0.2% |
| 0.94 | 113 | 0.1% |
| 0.93 | 159 | 0.1% |
| 0.92 | 124 | 0.1% |
| 0.91 | 149 | 0.1% |
dst_host_srv_diff_host_rate
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 75 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.03254245 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 86904 |
| Zeros (%) | 69.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 984.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.02 |
| 95-th percentile | 0.18 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.02 |
Descriptive statistics
| Standard deviation | 0.1125638 |
|---|---|
| Coefficient of variation (CV) | 3.4589838 |
| Kurtosis | 35.773236 |
| Mean | 0.03254245 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.5481745 |
| Sum | 4099.47 |
| Variance | 0.01267061 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 86904 | |
| 0.02 | 7952 | 6.3% |
| 0.01 | 7146 | 5.7% |
| 0.03 | 4723 | 3.7% |
| 0.04 | 4518 | 3.6% |
| 0.05 | 3048 | 2.4% |
| 0.5 | 1550 | 1.2% |
| 0.06 | 1330 | 1.1% |
| 0.07 | 1036 | 0.8% |
| 0.25 | 951 | 0.8% |
| Other values (65) | 6815 | 5.4% |
| Value | Count | Frequency (%) |
| 0 | 86904 | |
| 0.01 | 7146 | 5.7% |
| 0.02 | 7952 | 6.3% |
| 0.03 | 4723 | 3.7% |
| 0.04 | 4518 | 3.6% |
| 0.05 | 3048 | 2.4% |
| 0.06 | 1330 | 1.1% |
| 0.07 | 1036 | 0.8% |
| 0.08 | 488 | 0.4% |
| 0.09 | 414 | 0.3% |
| Value | Count | Frequency (%) |
| 1 | 691 | |
| 0.97 | 2 | < 0.1% |
| 0.93 | 1 | < 0.1% |
| 0.88 | 1 | < 0.1% |
| 0.86 | 2 | < 0.1% |
| 0.83 | 2 | < 0.1% |
| 0.8 | 4 | < 0.1% |
| 0.78 | 1 | < 0.1% |
| 0.75 | 17 | < 0.1% |
| 0.73 | 2 | < 0.1% |
dst_host_serror_rate
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 101 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.28445246 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 81386 |
| Zeros (%) | 64.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 984.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.44478405 |
|---|---|
| Coefficient of variation (CV) | 1.5636499 |
| Kurtosis | -1.0469956 |
| Mean | 0.28445246 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.96595232 |
| Sum | 35833.33 |
| Variance | 0.19783285 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 81386 | |
| 1 | 33562 | |
| 0.01 | 3345 | 2.7% |
| 0.02 | 1158 | 0.9% |
| 0.03 | 711 | 0.6% |
| 0.09 | 419 | 0.3% |
| 0.08 | 413 | 0.3% |
| 0.04 | 372 | 0.3% |
| 0.99 | 304 | 0.2% |
| 0.05 | 298 | 0.2% |
| Other values (91) | 4005 | 3.2% |
| Value | Count | Frequency (%) |
| 0 | 81386 | |
| 0.01 | 3345 | 2.7% |
| 0.02 | 1158 | 0.9% |
| 0.03 | 711 | 0.6% |
| 0.04 | 372 | 0.3% |
| 0.05 | 298 | 0.2% |
| 0.06 | 174 | 0.1% |
| 0.07 | 197 | 0.2% |
| 0.08 | 413 | 0.3% |
| 0.09 | 419 | 0.3% |
| Value | Count | Frequency (%) |
| 1 | 33562 | |
| 0.99 | 304 | 0.2% |
| 0.98 | 169 | 0.1% |
| 0.97 | 100 | 0.1% |
| 0.96 | 102 | 0.1% |
| 0.95 | 71 | 0.1% |
| 0.94 | 87 | 0.1% |
| 0.93 | 76 | 0.1% |
| 0.92 | 53 | < 0.1% |
| 0.91 | 48 | < 0.1% |
dst_host_srv_serror_rate
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 100 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.27848452 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 85360 |
| Zeros (%) | 67.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 984.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.44566912 |
|---|---|
| Coefficient of variation (CV) | 1.6003372 |
| Kurtosis | -1.007992 |
| Mean | 0.27848452 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.99173363 |
| Sum | 35081.53 |
| Variance | 0.19862097 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 85360 | |
| 1 | 34256 | |
| 0.01 | 3762 | 3.0% |
| 0.02 | 640 | 0.5% |
| 0.03 | 160 | 0.1% |
| 0.04 | 111 | 0.1% |
| 0.5 | 107 | 0.1% |
| 0.05 | 76 | 0.1% |
| 0.08 | 72 | 0.1% |
| 0.07 | 71 | 0.1% |
| Other values (90) | 1358 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 85360 | |
| 0.01 | 3762 | 3.0% |
| 0.02 | 640 | 0.5% |
| 0.03 | 160 | 0.1% |
| 0.04 | 111 | 0.1% |
| 0.05 | 76 | 0.1% |
| 0.06 | 53 | < 0.1% |
| 0.07 | 71 | 0.1% |
| 0.08 | 72 | 0.1% |
| 0.09 | 57 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 34256 | |
| 0.98 | 53 | < 0.1% |
| 0.97 | 56 | < 0.1% |
| 0.96 | 44 | < 0.1% |
| 0.95 | 26 | < 0.1% |
| 0.94 | 22 | < 0.1% |
| 0.93 | 20 | < 0.1% |
| 0.92 | 26 | < 0.1% |
| 0.91 | 20 | < 0.1% |
| 0.9 | 15 | < 0.1% |
dst_host_rerror_rate
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 101 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.11883181 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 103178 |
| Zeros (%) | 81.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 984.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.30655746 |
|---|---|
| Coefficient of variation (CV) | 2.5797592 |
| Kurtosis | 3.6927487 |
| Mean | 0.11883181 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.3474458 |
| Sum | 14969.6 |
| Variance | 0.093977475 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 103178 | |
| 1 | 10298 | 8.2% |
| 0.01 | 1800 | 1.4% |
| 0.02 | 1222 | 1.0% |
| 0.03 | 497 | 0.4% |
| 0.05 | 409 | 0.3% |
| 0.04 | 397 | 0.3% |
| 0.91 | 267 | 0.2% |
| 0.92 | 257 | 0.2% |
| 0.89 | 244 | 0.2% |
| Other values (91) | 7404 | 5.9% |
| Value | Count | Frequency (%) |
| 0 | 103178 | |
| 0.01 | 1800 | 1.4% |
| 0.02 | 1222 | 1.0% |
| 0.03 | 497 | 0.4% |
| 0.04 | 397 | 0.3% |
| 0.05 | 409 | 0.3% |
| 0.06 | 220 | 0.2% |
| 0.07 | 164 | 0.1% |
| 0.08 | 147 | 0.1% |
| 0.09 | 104 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 10298 | |
| 0.99 | 52 | < 0.1% |
| 0.98 | 68 | 0.1% |
| 0.97 | 106 | 0.1% |
| 0.96 | 168 | 0.1% |
| 0.95 | 123 | 0.1% |
| 0.94 | 135 | 0.1% |
| 0.93 | 111 | 0.1% |
| 0.92 | 257 | 0.2% |
| 0.91 | 267 | 0.2% |
dst_host_srv_rerror_rate
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 101 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.12023989 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 106616 |
| Zeros (%) | 84.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 984.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.31945939 |
|---|---|
| Coefficient of variation (CV) | 2.6568503 |
| Kurtosis | 3.5206619 |
| Mean | 0.12023989 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.3379263 |
| Sum | 15146.98 |
| Variance | 0.1020543 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 106616 | |
| 1 | 13231 | 10.5% |
| 0.01 | 1390 | 1.1% |
| 0.02 | 580 | 0.5% |
| 0.03 | 352 | 0.3% |
| 0.05 | 351 | 0.3% |
| 0.04 | 344 | 0.3% |
| 0.98 | 189 | 0.2% |
| 0.99 | 188 | 0.1% |
| 0.06 | 185 | 0.1% |
| Other values (91) | 2547 | 2.0% |
| Value | Count | Frequency (%) |
| 0 | 106616 | |
| 0.01 | 1390 | 1.1% |
| 0.02 | 580 | 0.5% |
| 0.03 | 352 | 0.3% |
| 0.04 | 344 | 0.3% |
| 0.05 | 351 | 0.3% |
| 0.06 | 185 | 0.1% |
| 0.07 | 97 | 0.1% |
| 0.08 | 66 | 0.1% |
| 0.09 | 39 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 13231 | |
| 0.99 | 188 | 0.1% |
| 0.98 | 189 | 0.2% |
| 0.97 | 103 | 0.1% |
| 0.96 | 78 | 0.1% |
| 0.95 | 73 | 0.1% |
| 0.94 | 75 | 0.1% |
| 0.93 | 50 | < 0.1% |
| 0.92 | 38 | < 0.1% |
| 0.91 | 51 | < 0.1% |
attack
Categorical
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 984.3 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 125973 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 67343 | |
| 1 | 58630 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 67343 | |
| 1 | 58630 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 67343 | |
| 1 | 58630 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 125973 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 67343 | |
| 1 | 58630 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 125973 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 67343 | |
| 1 | 58630 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 125973 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 67343 | |
| 1 | 58630 |
| duration | service | flag | src_bytes | dst_bytes | hot | num_failed_logins | num_compromised | num_root | num_file_creations | num_access_files | count | srv_count | serror_rate | srv_serror_rate | rerror_rate | srv_rerror_rate | same_srv_rate | diff_srv_rate | srv_diff_host_rate | dst_host_count | dst_host_srv_count | dst_host_same_srv_rate | dst_host_diff_srv_rate | dst_host_same_src_port_rate | dst_host_srv_diff_host_rate | dst_host_serror_rate | dst_host_srv_serror_rate | dst_host_rerror_rate | dst_host_srv_rerror_rate | protocol_type | land | wrong_fragment | urgent | logged_in | root_shell | su_attempted | num_shells | is_host_login | is_guest_login | attack | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| duration | 1.000 | 0.176 | 0.109 | 0.226 | 0.149 | 0.229 | 0.058 | 0.080 | 0.042 | 0.087 | 0.048 | -0.324 | -0.319 | -0.185 | -0.182 | 0.051 | 0.046 | 0.169 | -0.140 | 0.016 | -0.067 | -0.156 | -0.140 | 0.196 | 0.182 | -0.027 | -0.156 | -0.153 | 0.065 | 0.069 | 0.082 | 0.000 | 0.000 | 0.009 | 0.065 | 0.163 | 0.047 | 0.000 | 0.000 | 0.019 | 0.079 |
| service | 0.176 | 1.000 | -0.297 | -0.165 | -0.098 | -0.069 | 0.030 | 0.029 | -0.019 | 0.045 | 0.024 | 0.034 | -0.272 | 0.254 | 0.233 | 0.142 | 0.137 | -0.299 | 0.302 | -0.203 | 0.138 | -0.308 | -0.365 | 0.371 | -0.148 | -0.161 | 0.264 | 0.242 | 0.131 | 0.134 | 0.644 | 0.031 | 0.125 | 0.020 | 0.697 | 0.122 | 0.067 | 0.033 | 0.013 | 0.231 | 0.625 |
| flag | 0.109 | -0.297 | 1.000 | 0.822 | 0.664 | 0.088 | -0.009 | 0.070 | 0.052 | 0.032 | 0.040 | -0.504 | 0.084 | -0.600 | -0.563 | -0.635 | -0.623 | 0.757 | -0.694 | 0.367 | -0.394 | 0.636 | 0.658 | -0.585 | 0.398 | 0.348 | -0.562 | -0.534 | -0.480 | -0.542 | 0.278 | 0.021 | 0.054 | 0.000 | 0.653 | 0.053 | 0.023 | 0.007 | 0.000 | 0.078 | 0.775 |
| src_bytes | 0.226 | -0.165 | 0.822 | 1.000 | 0.700 | 0.204 | 0.013 | 0.155 | 0.081 | 0.073 | 0.063 | -0.524 | -0.053 | -0.674 | -0.653 | -0.363 | -0.344 | 0.753 | -0.705 | 0.289 | -0.405 | 0.621 | 0.617 | -0.525 | 0.377 | 0.344 | -0.624 | -0.609 | -0.229 | -0.259 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.003 |
| dst_bytes | 0.149 | -0.098 | 0.664 | 0.700 | 1.000 | 0.200 | 0.025 | 0.171 | -0.013 | 0.040 | 0.068 | -0.440 | -0.017 | -0.536 | -0.510 | -0.300 | -0.278 | 0.630 | -0.608 | 0.310 | -0.342 | 0.708 | 0.667 | -0.625 | 0.059 | 0.327 | -0.519 | -0.483 | -0.219 | -0.186 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.003 |
| hot | 0.229 | -0.069 | 0.088 | 0.204 | 0.200 | 1.000 | 0.093 | 0.515 | 0.009 | 0.053 | 0.002 | -0.153 | -0.143 | -0.086 | -0.083 | -0.009 | 0.012 | 0.107 | -0.104 | -0.028 | -0.069 | 0.005 | 0.063 | -0.060 | -0.002 | -0.066 | -0.064 | -0.070 | 0.095 | 0.095 | 0.026 | 0.000 | 0.000 | 0.000 | 0.099 | 0.046 | 0.000 | 0.015 | 0.000 | 0.821 | 0.031 |
| num_failed_logins | 0.058 | 0.030 | -0.009 | 0.013 | 0.025 | 0.093 | 1.000 | 0.035 | 0.037 | 0.063 | 0.003 | -0.038 | -0.040 | -0.018 | -0.018 | 0.031 | 0.030 | 0.023 | -0.022 | -0.017 | -0.031 | -0.019 | 0.007 | -0.003 | 0.015 | -0.018 | 0.007 | 0.008 | 0.030 | 0.029 | 0.008 | 0.000 | 0.000 | 0.211 | 0.015 | 0.044 | 0.129 | 0.000 | 0.000 | 0.015 | 0.008 |
| num_compromised | 0.080 | 0.029 | 0.070 | 0.155 | 0.171 | 0.515 | 0.035 | 1.000 | 0.165 | 0.112 | 0.093 | -0.087 | -0.079 | -0.062 | -0.060 | -0.002 | 0.027 | 0.076 | -0.075 | -0.014 | -0.047 | 0.007 | 0.069 | -0.068 | -0.002 | -0.053 | -0.031 | -0.028 | 0.125 | 0.148 | 0.000 | 0.000 | 0.000 | 0.086 | 0.010 | 0.243 | 0.000 | 0.000 | 0.000 | 0.000 | 0.007 |
| num_root | 0.042 | -0.019 | 0.052 | 0.081 | -0.013 | 0.009 | 0.037 | 0.165 | 1.000 | 0.111 | 0.101 | -0.080 | -0.080 | -0.043 | -0.041 | -0.025 | -0.026 | 0.050 | -0.044 | -0.027 | -0.054 | -0.031 | -0.021 | 0.039 | 0.061 | 0.035 | -0.032 | -0.023 | -0.011 | -0.013 | 0.000 | 0.000 | 0.000 | 0.071 | 0.013 | 0.288 | 0.000 | 0.000 | 0.000 | 0.000 | 0.009 |
| num_file_creations | 0.087 | 0.045 | 0.032 | 0.073 | 0.040 | 0.053 | 0.063 | 0.112 | 0.111 | 1.000 | 0.062 | -0.052 | -0.051 | -0.022 | -0.024 | -0.015 | -0.015 | 0.031 | -0.029 | -0.008 | -0.021 | -0.021 | -0.010 | 0.019 | 0.016 | 0.002 | -0.001 | -0.007 | 0.001 | 0.002 | 0.000 | 0.000 | 0.000 | 0.086 | 0.029 | 0.111 | 0.223 | 0.076 | 0.000 | 0.004 | 0.020 |
| num_access_files | 0.048 | 0.024 | 0.040 | 0.063 | 0.068 | 0.002 | 0.003 | 0.093 | 0.101 | 0.062 | 1.000 | -0.054 | -0.044 | -0.032 | -0.030 | -0.019 | -0.008 | 0.040 | -0.039 | 0.009 | -0.000 | 0.012 | 0.011 | 0.002 | -0.015 | -0.012 | -0.023 | -0.023 | -0.010 | -0.007 | 0.016 | 0.000 | 0.000 | 0.017 | 0.067 | 0.407 | 0.085 | 0.026 | 0.000 | 0.000 | 0.047 |
| count | -0.324 | 0.034 | -0.504 | -0.524 | -0.440 | -0.153 | -0.038 | -0.087 | -0.080 | -0.052 | -0.054 | 1.000 | 0.519 | 0.578 | 0.542 | 0.071 | 0.065 | -0.720 | 0.617 | -0.325 | 0.620 | -0.325 | -0.429 | 0.362 | -0.546 | -0.531 | 0.536 | 0.505 | 0.022 | 0.024 | 0.281 | 0.006 | 0.110 | 0.000 | 0.649 | 0.028 | 0.006 | 0.007 | 0.000 | 0.079 | 0.653 |
| srv_count | -0.319 | -0.272 | 0.084 | -0.053 | -0.017 | -0.143 | -0.040 | -0.079 | -0.080 | -0.051 | -0.044 | 0.519 | 1.000 | 0.073 | 0.108 | -0.208 | -0.208 | 0.032 | -0.039 | 0.235 | 0.218 | 0.300 | 0.257 | -0.241 | -0.197 | -0.122 | 0.046 | 0.080 | -0.213 | -0.220 | 0.547 | 0.000 | 0.268 | 0.000 | 0.229 | 0.007 | 0.000 | 0.000 | 0.000 | 0.029 | 0.214 |
| serror_rate | -0.185 | 0.254 | -0.600 | -0.674 | -0.536 | -0.086 | -0.018 | -0.062 | -0.043 | -0.022 | -0.032 | 0.578 | 0.073 | 1.000 | 0.973 | -0.174 | -0.179 | -0.755 | 0.674 | -0.325 | 0.430 | -0.523 | -0.573 | 0.485 | -0.485 | -0.389 | 0.936 | 0.922 | -0.227 | -0.206 | 0.217 | 0.023 | 0.138 | 0.000 | 0.494 | 0.017 | 0.000 | 0.003 | 0.000 | 0.061 | 0.655 |
| srv_serror_rate | -0.182 | 0.233 | -0.563 | -0.653 | -0.510 | -0.083 | -0.018 | -0.060 | -0.041 | -0.024 | -0.030 | 0.542 | 0.108 | 0.973 | 1.000 | -0.222 | -0.237 | -0.706 | 0.625 | -0.305 | 0.411 | -0.479 | -0.528 | 0.439 | -0.471 | -0.369 | 0.919 | 0.942 | -0.276 | -0.259 | 0.215 | 0.021 | 0.041 | 0.000 | 0.496 | 0.016 | 0.000 | 0.002 | 0.000 | 0.060 | 0.655 |
| rerror_rate | 0.051 | 0.142 | -0.635 | -0.363 | -0.300 | -0.009 | 0.031 | -0.002 | -0.025 | -0.015 | -0.019 | 0.071 | -0.208 | -0.174 | -0.222 | 1.000 | 0.966 | -0.223 | 0.234 | -0.149 | 0.083 | -0.312 | -0.292 | 0.288 | -0.014 | -0.078 | -0.179 | -0.224 | 0.839 | 0.884 | 0.127 | 0.024 | 0.024 | 0.000 | 0.290 | 0.012 | 0.000 | 0.000 | 0.000 | 0.035 | 0.258 |
| srv_rerror_rate | 0.046 | 0.137 | -0.623 | -0.344 | -0.278 | 0.012 | 0.030 | 0.027 | -0.026 | -0.015 | -0.008 | 0.065 | -0.208 | -0.179 | -0.237 | 0.966 | 1.000 | -0.210 | 0.213 | -0.121 | 0.075 | -0.297 | -0.275 | 0.273 | -0.020 | -0.075 | -0.187 | -0.238 | 0.831 | 0.894 | 0.128 | 0.000 | 0.024 | 0.000 | 0.293 | 0.006 | 0.000 | 0.000 | 0.000 | 0.035 | 0.258 |
| same_srv_rate | 0.169 | -0.299 | 0.757 | 0.753 | 0.630 | 0.107 | 0.023 | 0.076 | 0.050 | 0.031 | 0.040 | -0.720 | 0.032 | -0.755 | -0.706 | -0.223 | -0.210 | 1.000 | -0.920 | 0.385 | -0.541 | 0.699 | 0.758 | -0.651 | 0.525 | 0.488 | -0.717 | -0.678 | -0.144 | -0.157 | 0.211 | 0.006 | 0.045 | 0.000 | 0.606 | 0.027 | 0.006 | 0.007 | 0.000 | 0.072 | 0.754 |
| diff_srv_rate | -0.140 | 0.302 | -0.694 | -0.705 | -0.608 | -0.104 | -0.022 | -0.075 | -0.044 | -0.029 | -0.039 | 0.617 | -0.039 | 0.674 | 0.625 | 0.234 | 0.213 | -0.920 | 1.000 | -0.376 | 0.526 | -0.668 | -0.727 | 0.646 | -0.443 | -0.482 | 0.645 | 0.597 | 0.156 | 0.160 | 0.119 | 0.000 | 0.016 | 0.000 | 0.174 | 0.000 | 0.000 | 0.000 | 0.000 | 0.017 | 0.154 |
| srv_diff_host_rate | 0.016 | -0.203 | 0.367 | 0.289 | 0.310 | -0.028 | -0.017 | -0.014 | -0.027 | -0.008 | 0.009 | -0.325 | 0.235 | -0.325 | -0.305 | -0.149 | -0.121 | 0.385 | -0.376 | 1.000 | -0.311 | 0.396 | 0.442 | -0.404 | 0.160 | 0.342 | -0.327 | -0.301 | -0.136 | -0.125 | 0.278 | 0.041 | 0.107 | 0.000 | 0.335 | 0.011 | 0.000 | 0.000 | 0.000 | 0.040 | 0.293 |
| dst_host_count | -0.067 | 0.138 | -0.394 | -0.405 | -0.342 | -0.069 | -0.031 | -0.047 | -0.054 | -0.021 | -0.000 | 0.620 | 0.218 | 0.430 | 0.411 | 0.083 | 0.075 | -0.541 | 0.526 | -0.311 | 1.000 | -0.350 | -0.532 | 0.435 | -0.693 | -0.838 | 0.423 | 0.380 | 0.052 | 0.030 | 0.229 | 0.033 | 0.052 | 0.005 | 0.464 | 0.030 | 0.007 | 0.015 | 0.000 | 0.074 | 0.447 |
| dst_host_srv_count | -0.156 | -0.308 | 0.636 | 0.621 | 0.708 | 0.005 | -0.019 | 0.007 | -0.031 | -0.021 | 0.012 | -0.325 | 0.300 | -0.523 | -0.479 | -0.312 | -0.297 | 0.699 | -0.668 | 0.396 | -0.350 | 1.000 | 0.919 | -0.841 | 0.152 | 0.448 | -0.528 | -0.469 | -0.265 | -0.249 | 0.253 | 0.014 | 0.119 | 0.000 | 0.649 | 0.008 | 0.015 | 0.022 | 0.000 | 0.163 | 0.740 |
| dst_host_same_srv_rate | -0.140 | -0.365 | 0.658 | 0.617 | 0.667 | 0.063 | 0.007 | 0.069 | -0.021 | -0.010 | 0.011 | -0.429 | 0.257 | -0.573 | -0.528 | -0.292 | -0.275 | 0.758 | -0.727 | 0.442 | -0.532 | 0.919 | 1.000 | -0.899 | 0.305 | 0.539 | -0.582 | -0.515 | -0.247 | -0.220 | 0.219 | 0.010 | 0.135 | 0.004 | 0.630 | 0.027 | 0.027 | 0.025 | 0.000 | 0.241 | 0.723 |
| dst_host_diff_srv_rate | 0.196 | 0.371 | -0.585 | -0.525 | -0.625 | -0.060 | -0.003 | -0.068 | 0.039 | 0.019 | 0.002 | 0.362 | -0.241 | 0.485 | 0.439 | 0.288 | 0.273 | -0.651 | 0.646 | -0.404 | 0.435 | -0.841 | -0.899 | 1.000 | -0.213 | -0.490 | 0.505 | 0.434 | 0.268 | 0.224 | 0.173 | 0.007 | 0.075 | 0.011 | 0.176 | 0.010 | 0.006 | 0.000 | 0.027 | 0.030 | 0.164 |
| dst_host_same_src_port_rate | 0.182 | -0.148 | 0.398 | 0.377 | 0.059 | -0.002 | 0.015 | -0.002 | 0.061 | 0.016 | -0.015 | -0.546 | -0.197 | -0.485 | -0.471 | -0.014 | -0.020 | 0.525 | -0.443 | 0.160 | -0.693 | 0.152 | 0.305 | -0.213 | 1.000 | 0.561 | -0.455 | -0.450 | 0.039 | -0.008 | 0.436 | 0.037 | 0.149 | 0.004 | 0.212 | 0.006 | 0.000 | 0.031 | 0.000 | 0.039 | 0.211 |
| dst_host_srv_diff_host_rate | -0.027 | -0.161 | 0.348 | 0.344 | 0.327 | -0.066 | -0.018 | -0.053 | 0.035 | 0.002 | -0.012 | -0.531 | -0.122 | -0.389 | -0.369 | -0.078 | -0.075 | 0.488 | -0.482 | 0.342 | -0.838 | 0.448 | 0.539 | -0.490 | 0.561 | 1.000 | -0.385 | -0.340 | -0.062 | -0.038 | 0.439 | 0.101 | 0.054 | 0.103 | 0.144 | 0.028 | 0.000 | 0.000 | 0.000 | 0.020 | 0.178 |
| dst_host_serror_rate | -0.156 | 0.264 | -0.562 | -0.624 | -0.519 | -0.064 | 0.007 | -0.031 | -0.032 | -0.001 | -0.023 | 0.536 | 0.046 | 0.936 | 0.919 | -0.179 | -0.187 | -0.717 | 0.645 | -0.327 | 0.423 | -0.528 | -0.582 | 0.505 | -0.455 | -0.385 | 1.000 | 0.919 | -0.195 | -0.206 | 0.213 | 0.023 | 0.079 | 0.000 | 0.497 | 0.028 | 0.039 | 0.016 | 0.068 | 0.062 | 0.659 |
| dst_host_srv_serror_rate | -0.153 | 0.242 | -0.534 | -0.609 | -0.483 | -0.070 | 0.008 | -0.028 | -0.023 | -0.007 | -0.023 | 0.505 | 0.080 | 0.922 | 0.942 | -0.224 | -0.238 | -0.678 | 0.597 | -0.301 | 0.380 | -0.469 | -0.515 | 0.434 | -0.450 | -0.340 | 0.919 | 1.000 | -0.272 | -0.250 | 0.211 | 0.101 | 0.041 | 0.000 | 0.496 | 0.068 | 0.068 | 0.053 | 0.063 | 0.061 | 0.657 |
| dst_host_rerror_rate | 0.065 | 0.131 | -0.480 | -0.229 | -0.219 | 0.095 | 0.030 | 0.125 | -0.011 | 0.001 | -0.010 | 0.022 | -0.213 | -0.227 | -0.276 | 0.839 | 0.831 | -0.144 | 0.156 | -0.136 | 0.052 | -0.265 | -0.247 | 0.268 | 0.039 | -0.062 | -0.195 | -0.272 | 1.000 | 0.880 | 0.124 | 0.000 | 0.152 | 0.000 | 0.278 | 0.017 | 0.000 | 0.006 | 0.000 | 0.033 | 0.257 |
| dst_host_srv_rerror_rate | 0.069 | 0.134 | -0.542 | -0.259 | -0.186 | 0.095 | 0.029 | 0.148 | -0.013 | 0.002 | -0.007 | 0.024 | -0.220 | -0.206 | -0.259 | 0.884 | 0.894 | -0.157 | 0.160 | -0.125 | 0.030 | -0.249 | -0.220 | 0.224 | -0.008 | -0.038 | -0.206 | -0.250 | 0.880 | 1.000 | 0.128 | 0.000 | 0.024 | 0.000 | 0.283 | 0.079 | 0.059 | 0.000 | 0.000 | 0.051 | 0.286 |
| protocol_type | 0.082 | 0.644 | 0.278 | 0.000 | 0.000 | 0.026 | 0.008 | 0.000 | 0.000 | 0.000 | 0.016 | 0.281 | 0.547 | 0.217 | 0.215 | 0.127 | 0.128 | 0.211 | 0.119 | 0.278 | 0.229 | 0.253 | 0.219 | 0.173 | 0.436 | 0.439 | 0.213 | 0.211 | 0.124 | 0.128 | 1.000 | 0.005 | 0.192 | 0.000 | 0.385 | 0.017 | 0.005 | 0.005 | 0.000 | 0.046 | 0.282 |
| land | 0.000 | 0.031 | 0.021 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.006 | 0.000 | 0.023 | 0.021 | 0.024 | 0.000 | 0.006 | 0.000 | 0.041 | 0.033 | 0.014 | 0.010 | 0.007 | 0.037 | 0.101 | 0.023 | 0.101 | 0.000 | 0.000 | 0.005 | 1.000 | 0.000 | 0.000 | 0.010 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.006 |
| wrong_fragment | 0.000 | 0.125 | 0.054 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.110 | 0.268 | 0.138 | 0.041 | 0.024 | 0.024 | 0.045 | 0.016 | 0.107 | 0.052 | 0.119 | 0.135 | 0.075 | 0.149 | 0.054 | 0.079 | 0.041 | 0.152 | 0.024 | 0.192 | 0.000 | 1.000 | 0.000 | 0.076 | 0.000 | 0.000 | 0.000 | 0.000 | 0.008 | 0.100 |
| urgent | 0.009 | 0.020 | 0.000 | 0.000 | 0.000 | 0.000 | 0.211 | 0.086 | 0.071 | 0.086 | 0.017 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.005 | 0.000 | 0.004 | 0.011 | 0.004 | 0.103 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.007 | 0.112 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| logged_in | 0.065 | 0.697 | 0.653 | 0.000 | 0.000 | 0.099 | 0.015 | 0.010 | 0.013 | 0.029 | 0.067 | 0.649 | 0.229 | 0.494 | 0.496 | 0.290 | 0.293 | 0.606 | 0.174 | 0.335 | 0.464 | 0.649 | 0.630 | 0.176 | 0.212 | 0.144 | 0.497 | 0.496 | 0.278 | 0.283 | 0.385 | 0.010 | 0.076 | 0.007 | 1.000 | 0.045 | 0.015 | 0.024 | 0.000 | 0.120 | 0.690 |
| root_shell | 0.163 | 0.122 | 0.053 | 0.000 | 0.000 | 0.046 | 0.044 | 0.243 | 0.288 | 0.111 | 0.407 | 0.028 | 0.007 | 0.017 | 0.016 | 0.012 | 0.006 | 0.027 | 0.000 | 0.011 | 0.030 | 0.008 | 0.027 | 0.010 | 0.006 | 0.028 | 0.028 | 0.068 | 0.017 | 0.079 | 0.017 | 0.000 | 0.000 | 0.112 | 0.045 | 1.000 | 0.142 | 0.145 | 0.000 | 0.000 | 0.020 |
| su_attempted | 0.047 | 0.067 | 0.023 | 0.000 | 0.000 | 0.000 | 0.129 | 0.000 | 0.000 | 0.223 | 0.085 | 0.006 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.006 | 0.000 | 0.000 | 0.007 | 0.015 | 0.027 | 0.006 | 0.000 | 0.000 | 0.039 | 0.068 | 0.000 | 0.059 | 0.005 | 0.000 | 0.000 | 0.000 | 0.015 | 0.142 | 1.000 | 0.033 | 0.000 | 0.000 | 0.010 |
| num_shells | 0.000 | 0.033 | 0.007 | 0.000 | 0.000 | 0.015 | 0.000 | 0.000 | 0.000 | 0.076 | 0.026 | 0.007 | 0.000 | 0.003 | 0.002 | 0.000 | 0.000 | 0.007 | 0.000 | 0.000 | 0.015 | 0.022 | 0.025 | 0.000 | 0.031 | 0.000 | 0.016 | 0.053 | 0.006 | 0.000 | 0.005 | 0.000 | 0.000 | 0.000 | 0.024 | 0.145 | 0.033 | 1.000 | 0.000 | 0.000 | 0.012 |
| is_host_login | 0.000 | 0.013 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.027 | 0.000 | 0.000 | 0.068 | 0.063 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 |
| is_guest_login | 0.019 | 0.231 | 0.078 | 0.000 | 0.000 | 0.821 | 0.015 | 0.000 | 0.000 | 0.004 | 0.000 | 0.079 | 0.029 | 0.061 | 0.060 | 0.035 | 0.035 | 0.072 | 0.017 | 0.040 | 0.074 | 0.163 | 0.241 | 0.030 | 0.039 | 0.020 | 0.062 | 0.061 | 0.033 | 0.051 | 0.046 | 0.000 | 0.008 | 0.000 | 0.120 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.039 |
| attack | 0.079 | 0.625 | 0.775 | 0.003 | 0.003 | 0.031 | 0.008 | 0.007 | 0.009 | 0.020 | 0.047 | 0.653 | 0.214 | 0.655 | 0.655 | 0.258 | 0.258 | 0.754 | 0.154 | 0.293 | 0.447 | 0.740 | 0.723 | 0.164 | 0.211 | 0.178 | 0.659 | 0.657 | 0.257 | 0.286 | 0.282 | 0.006 | 0.100 | 0.000 | 0.690 | 0.020 | 0.010 | 0.012 | 0.000 | 0.039 | 1.000 |
| duration | protocol_type | service | flag | src_bytes | dst_bytes | land | wrong_fragment | urgent | hot | num_failed_logins | logged_in | num_compromised | root_shell | su_attempted | num_root | num_file_creations | num_shells | num_access_files | is_host_login | is_guest_login | count | srv_count | serror_rate | srv_serror_rate | rerror_rate | srv_rerror_rate | same_srv_rate | diff_srv_rate | srv_diff_host_rate | dst_host_count | dst_host_srv_count | dst_host_same_srv_rate | dst_host_diff_srv_rate | dst_host_same_src_port_rate | dst_host_srv_diff_host_rate | dst_host_serror_rate | dst_host_srv_serror_rate | dst_host_rerror_rate | dst_host_srv_rerror_rate | attack | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 1.0 | 20.0 | 9.0 | 491 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 2 | 0.0 | 0.0 | 0.0 | 0.0 | 1.00 | 0.00 | 0.00 | 150 | 25 | 0.17 | 0.03 | 0.17 | 0.00 | 0.00 | 0.00 | 0.05 | 0.00 | 0 |
| 1 | 0 | 2.0 | 44.0 | 9.0 | 146 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 13 | 1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.08 | 0.15 | 0.00 | 255 | 1 | 0.00 | 0.60 | 0.88 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 |
| 2 | 0 | 1.0 | 49.0 | 5.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 123 | 6 | 1.0 | 1.0 | 0.0 | 0.0 | 0.05 | 0.07 | 0.00 | 255 | 26 | 0.10 | 0.05 | 0.00 | 0.00 | 1.00 | 1.00 | 0.00 | 0.00 | 1 |
| 3 | 0 | 1.0 | 24.0 | 9.0 | 232 | 8153 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 5 | 5 | 0.2 | 0.2 | 0.0 | 0.0 | 1.00 | 0.00 | 0.00 | 30 | 255 | 1.00 | 0.00 | 0.03 | 0.04 | 0.03 | 0.01 | 0.00 | 0.01 | 0 |
| 4 | 0 | 1.0 | 24.0 | 9.0 | 199 | 420 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 30 | 32 | 0.0 | 0.0 | 0.0 | 0.0 | 1.00 | 0.00 | 0.09 | 255 | 255 | 1.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0 |
| 5 | 0 | 1.0 | 49.0 | 1.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 121 | 19 | 0.0 | 0.0 | 1.0 | 1.0 | 0.16 | 0.06 | 0.00 | 255 | 19 | 0.07 | 0.07 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | 1.00 | 1 |
| 6 | 0 | 1.0 | 49.0 | 5.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 166 | 9 | 1.0 | 1.0 | 0.0 | 0.0 | 0.05 | 0.06 | 0.00 | 255 | 9 | 0.04 | 0.05 | 0.00 | 0.00 | 1.00 | 1.00 | 0.00 | 0.00 | 1 |
| 7 | 0 | 1.0 | 49.0 | 5.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 117 | 16 | 1.0 | 1.0 | 0.0 | 0.0 | 0.14 | 0.06 | 0.00 | 255 | 15 | 0.06 | 0.07 | 0.00 | 0.00 | 1.00 | 1.00 | 0.00 | 0.00 | 1 |
| 8 | 0 | 1.0 | 51.0 | 5.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 270 | 23 | 1.0 | 1.0 | 0.0 | 0.0 | 0.09 | 0.05 | 0.00 | 255 | 23 | 0.09 | 0.05 | 0.00 | 0.00 | 1.00 | 1.00 | 0.00 | 0.00 | 1 |
| 9 | 0 | 1.0 | 49.0 | 5.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 133 | 8 | 1.0 | 1.0 | 0.0 | 0.0 | 0.06 | 0.06 | 0.00 | 255 | 13 | 0.05 | 0.06 | 0.00 | 0.00 | 1.00 | 1.00 | 0.00 | 0.00 | 1 |
| duration | protocol_type | service | flag | src_bytes | dst_bytes | land | wrong_fragment | urgent | hot | num_failed_logins | logged_in | num_compromised | root_shell | su_attempted | num_root | num_file_creations | num_shells | num_access_files | is_host_login | is_guest_login | count | srv_count | serror_rate | srv_serror_rate | rerror_rate | srv_rerror_rate | same_srv_rate | diff_srv_rate | srv_diff_host_rate | dst_host_count | dst_host_srv_count | dst_host_same_srv_rate | dst_host_diff_srv_rate | dst_host_same_src_port_rate | dst_host_srv_diff_host_rate | dst_host_serror_rate | dst_host_srv_serror_rate | dst_host_rerror_rate | dst_host_srv_rerror_rate | attack | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 125963 | 0 | 1.0 | 24.0 | 9.0 | 334 | 1600 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 3 | 0.00 | 0.00 | 0.0 | 0.0 | 1.00 | 0.00 | 0.00 | 255 | 255 | 1.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.0 | 0.00 | 0.0 | 0 |
| 125964 | 0 | 1.0 | 49.0 | 5.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 128 | 9 | 1.00 | 1.00 | 0.0 | 0.0 | 0.07 | 0.05 | 0.00 | 255 | 12 | 0.05 | 0.06 | 0.00 | 0.00 | 1.00 | 1.0 | 0.00 | 0.0 | 1 |
| 125965 | 0 | 1.0 | 54.0 | 9.0 | 2233 | 365 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0.00 | 0.00 | 0.0 | 0.0 | 1.00 | 0.00 | 0.00 | 1 | 2 | 1.00 | 0.00 | 1.00 | 1.00 | 0.00 | 0.0 | 0.00 | 0.0 | 0 |
| 125966 | 0 | 1.0 | 49.0 | 5.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 113 | 3 | 1.00 | 1.00 | 0.0 | 0.0 | 0.03 | 0.07 | 0.00 | 255 | 13 | 0.05 | 0.07 | 0.00 | 0.00 | 1.00 | 1.0 | 0.00 | 0.0 | 1 |
| 125967 | 0 | 1.0 | 24.0 | 9.0 | 359 | 375 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 11 | 0.33 | 0.09 | 0.0 | 0.0 | 1.00 | 0.00 | 0.18 | 3 | 255 | 1.00 | 0.00 | 0.33 | 0.04 | 0.33 | 0.0 | 0.00 | 0.0 | 0 |
| 125968 | 0 | 1.0 | 49.0 | 5.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 184 | 25 | 1.00 | 1.00 | 0.0 | 0.0 | 0.14 | 0.06 | 0.00 | 255 | 25 | 0.10 | 0.06 | 0.00 | 0.00 | 1.00 | 1.0 | 0.00 | 0.0 | 1 |
| 125969 | 8 | 2.0 | 49.0 | 9.0 | 105 | 145 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 2 | 0.00 | 0.00 | 0.0 | 0.0 | 1.00 | 0.00 | 0.00 | 255 | 244 | 0.96 | 0.01 | 0.01 | 0.00 | 0.00 | 0.0 | 0.00 | 0.0 | 0 |
| 125970 | 0 | 1.0 | 54.0 | 9.0 | 2231 | 384 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0.00 | 0.00 | 0.0 | 0.0 | 1.00 | 0.00 | 0.00 | 255 | 30 | 0.12 | 0.06 | 0.00 | 0.00 | 0.72 | 0.0 | 0.01 | 0.0 | 0 |
| 125971 | 0 | 1.0 | 30.0 | 5.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 144 | 8 | 1.00 | 1.00 | 0.0 | 0.0 | 0.06 | 0.05 | 0.00 | 255 | 8 | 0.03 | 0.05 | 0.00 | 0.00 | 1.00 | 1.0 | 0.00 | 0.0 | 1 |
| 125972 | 0 | 1.0 | 20.0 | 9.0 | 151 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0.00 | 0.00 | 0.0 | 0.0 | 1.00 | 0.00 | 0.00 | 255 | 77 | 0.30 | 0.03 | 0.30 | 0.00 | 0.00 | 0.0 | 0.00 | 0.0 | 0 |
Most frequently occurring
| duration | protocol_type | service | flag | src_bytes | dst_bytes | land | wrong_fragment | urgent | hot | num_failed_logins | logged_in | num_compromised | root_shell | su_attempted | num_root | num_file_creations | num_shells | num_access_files | is_host_login | is_guest_login | count | srv_count | serror_rate | srv_serror_rate | rerror_rate | srv_rerror_rate | same_srv_rate | diff_srv_rate | srv_diff_host_rate | dst_host_count | dst_host_srv_count | dst_host_same_srv_rate | dst_host_diff_srv_rate | dst_host_same_src_port_rate | dst_host_srv_diff_host_rate | dst_host_serror_rate | dst_host_srv_serror_rate | dst_host_rerror_rate | dst_host_srv_rerror_rate | attack | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 4 | 0 | 0.0 | 15.0 | 9.0 | 8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1 | 1 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 | 3 |
| 0 | 0 | 0.0 | 14.0 | 9.0 | 8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1 | 1 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 | 2 |
| 1 | 0 | 0.0 | 14.0 | 9.0 | 8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 2 | 2 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 | 2 |
| 2 | 0 | 0.0 | 14.0 | 9.0 | 8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 7 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 2 | 2 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 | 2 |
| 3 | 0 | 0.0 | 14.0 | 9.0 | 8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 45 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1 | 1 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 | 2 |
| 5 | 0 | 0.0 | 15.0 | 9.0 | 8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 3 | 3 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 | 2 |
| 6 | 0 | 0.0 | 15.0 | 9.0 | 8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 5 | 5 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 | 2 |
| 7 | 0 | 0.0 | 15.0 | 9.0 | 8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 2 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 2 | 2 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 | 2 |